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    Data Crafters Lab


    Unlocking Insights through Data Craftsmanship
    • Data 101 series - part 6/8

      Data Storage

      Posted on February 8, 2023

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      The Data journey or the data value chain describes the different steps in which data goes from its creation to its eventual disposal. The data journey consists of many stages. The main ones are ingestion, storage, processing, and serving. Each stage has its own set of activities and considerations.  [Read More]
      Tags:
      • storage abstraction
      • data warehouse
      • data lifecycle
      • OLAP
      • SQL
      • data mart
      • data storage
      • file
      • NoSQL
      • data lakehouse
      • block
      • OLTP
      • data lake
      • object
      • bronze layer
      • silver layer
      • gold layer
      • data101
    • Data 101 series - part 5/8

      Data Ingestion

      Posted on February 5, 2023

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      The Data journey or the data value chain describes the different steps in which data goes from its creation to its eventual disposal. The data journey consists of many stages. The main ones are ingestion, storage, processing, analysis, and serving. Each stage has its own set of activities and considerations.... [Read More]
      Tags:
      • data journey
      • CDC
      • data source
      • unbounded data
      • bounded data
      • data transport
      • data collection
      • data movement
      • data ingestion
      • batch ingestion
      • stream ingestion
      • data contract
      • data101
    • Data 101 series - part 4/8

      The Data Journey

      Posted on February 3, 2023

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      In the last episode, we’ve seen that successful data strategies require reviewing existing data platforms and analyzing how business users can take advantage of them. In addition, any data strategy requires the right tools and technologies to work as planned. Here, data architecture is pivotal in choosing the right tools... [Read More]
      Tags:
      • data journey
      • data lifecycle
      • data value chain
      • data ingestion
      • data storage
      • data processing
      • data serving
      • data101
    • Data 101 series - part 3/8

      Choosing the Right Data Architecture for Your Needs

      Posted on January 28, 2023

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      As I explained in the last posts, data architecture is a pivotal component of any data strategy. So, unsurprisingly, choosing the right data architecture should be a top priority for many organizations. [Read More]
      Tags:
      • lambda
      • data fabric
      • data hub
      • stream processing
      • batch processing
      • data lake
      • IoT
      • data warehouse
      • dataflow
      • kappa
      • data mesh
      • data101
    • Data 101 series - part 2/8

      Beyond the Hype

      Posted on January 24, 2023

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      Data has become a buzzword nowadays, with many companies touting its potential to revolutionize their operations. But beyond the hype, data can provide real value for businesses that leverage it effectively. The most obvious benefit of data is improved decision-making and forecasting capabilities. [Read More]
      Tags:
      • maturity assessment
      • data offense
      • data-driven
      • data defense
      • roadmap
      • datasmiths
      • strategy
      • data-centric
      • plan
      • architecture
      • governance
      • data101
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    Amine El Kouhen - Data Crafters Lab  •  2024

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